MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26901 |
Exposes OpenWebUI's admin REST API as an MCP server, enabling administrative op…
|
C 66 3⁄4 | ||||||||
| 26902 |
An MCP server for Productive.io that enables users to log time, inspect project…
|
C 66 3⁄4 | ||||||||
| 26903 |
Enables AI agents to manage SharePoint Online resources including lists, librar…
|
C 66 3⁄4 | ||||||||
| 26904 |
Give your AI coding agent design taste. 104 curated design seeds with colors, f…
|
C 66 3⁄4 | ||||||||
| 26905 |
Enables AI clients to create multi-field forms, send approval requests via emai…
|
C 66 3⁄4 | ||||||||
| 26906 |
Connects Blender to AI through the Model Context Protocol to enable prompt-assi…
|
C 66 3⁄4 | ||||||||
| 26907 |
Security middleware for MCP servers. Trust-based access control, rate limiting,…
|
C 66 3⁄4 | ||||||||
| 26908 |
Enables AI assistants to analyze Primavera P6 XER files for insights into criti…
|
C 66 3⁄4 | ||||||||
| 26909 |
Geneva MCP brings production-grade forecasting directly into AI assistants and …
|
C 66 3⁄4 | ||||||||
| 26910 |
VedAstro MCP Server
Claim
World's first Vedic Astrology MCP Server — connect Claude, ChatGPT, Cursor, or …
|
C 66 3⁄4 | ||||||||
| 26911 |
EU compliance corpus across 8 frameworks (NIS2, DORA, AI Act, ISO 27001 + more)…
|
C 66 2⁄5 | ||||||||
| 26912 |
An MCP server for discovering and querying over 300 AI models available on Open…
|
C 66 3⁄4 | ||||||||
| 26913 |
Enables AI assistants like Claude to browse, search, and read data from an Auto…
|
C 66 3⁄4 | ||||||||
| 26914 |
highgo-mcp
Claim
Enables AI agents to connect, query, and analyze Highgo Database using SQL exec…
|
C 66 3⁄4 | ||||||||
| 26915 |
Enables MCP clients to connect to LLM/API services using the Model Context Prot…
|
C 66 3⁄4 | ||||||||
| 26916 |
Provides access to the Start.gg GraphQL API for querying tournament information…
|
C 66 3⁄4 | ||||||||
| 26917 |
Persistent knowledge memory layer for AI agents. Rust, Postgres + pgvector, MCP…
|
C 66 3⁄4 | ||||||||
| 26918 |
Brand MCP Server
Claim
Enables access to a PostgreSQL database for brand-related data using Python. It…
|
C 66 3⁄4 | ||||||||
| 26919 |
Connects Claude to Canvas LMS accounts, enabling natural language queries about…
|
C 66 3⁄4 | ||||||||
| 26920 |
MCP server for Google Search Console API that enables querying search analytics…
|
C 66 3⁄4 | ||||||||
| 26921 |
featuriq
Claim
Connect your AI assistant to Featuriq — the product feedback and roadmap tool f…
|
C 66 3⁄4 | ||||||||
| 26922 |
Exposes internal employee directories and project management systems to AI mode…
|
C 66 3⁄4 | ||||||||
| 26923 |
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
|
C 66 3⁄4 | ||||||||
| 26924 |
Enables querying Google Search Console data including rankings, clicks, and imp…
|
C 66 3⁄4 | ||||||||
| 26925 |
mcp-server
Claim
PulseChain on-chain analytics: token safety scores (0-100), honeypot detection,…
|
C 66 3⁄4 | ||||||||
| 26926 |
Enables users to discover and search for Unstop hackathons through features lik…
|
C 66 3⁄4 | ||||||||
| 26927 |
SOMA
Claim
Agent marketplace with human concierge. Submit service requests
in natural lang…
|
C 66 3⁄4 | ||||||||
| 26928 |
An MCP server that enables AI assistants to interact with SAP systems via the A…
|
C 66 3⁄4 | ||||||||
| 26929 |
Provides a comprehensive financial analysis toolkit for AI assistants, featurin…
|
C 66 3⁄4 | ||||||||
| 26930 |
Enables querying OpenTelemetry logs stored in OpenSearch across development and…
|
C 66 3⁄4 | ||||||||
| 26931 |
MCP server for D2L Brightspace. Multi-auth, 26+ tools, MCP Resources, Prompts, …
|
C 66 3⁄4 | ||||||||
| 26932 |
Nobel Prize MCP Server
Claim
Server that gives AI assistants structured access to the Nobel Prize API v2.1. …
|
C 66 3⁄4 | ||||||||
| 26933 |
A minimal MCP server that exposes a single tool to forward JSON reports from Ho…
|
C 66 3⁄4 | ||||||||
| 26934 |
MCP server for QuickBooks Online providing read-only access to customers, vendo…
|
C 66 3⁄4 | ||||||||
| 26935 |
An MCP server that enables transcribing local audio files and Telegram voice me…
|
C 66 3⁄4 | ||||||||
| 26936 |
Provides AI editors with access to Deepgram's speech-to-text transcription and …
|
C 66 3⁄4 | ||||||||
| 26937 |
An MCP server for Pronote that enables users to access French school data like …
|
C 66 3⁄4 | ||||||||
| 26938 |
An MCP server that exposes the full API of the Komodo infrastructure management…
|
C 66 3⁄4 | ||||||||
| 26939 |
Salesforce MCP Server
Claim
A FastAPI-based server that enables interaction with Salesforce through the Mod…
|
C 66 3⁄4 | ||||||||
| 26940 |
Provides access to The Movie Database (TMDB) API, enabling users to search and …
|
C 66 3⁄4 | ||||||||
| 26941 |
Provides cost intelligence and a reputation scoring system to help AI agents op…
|
C 66 3⁄4 | ||||||||
| 26942 |
Futures volatility intelligence MCP server for ES, NQ, and related products. Pr…
|
C 66 3⁄4 | ||||||||
| 26943 |
An MCP server that enables AI agents to search, pay for, and call paid APIs usi…
|
C 66 3⁄4 | ||||||||
| 26944 |
MCP server for gdpr compliance ai. Features classify processing, lawful basis a…
|
C 66 3⁄4 | ||||||||
| 26945 |
An MCP server for supply chain intelligence that enables conversational queryin…
|
C 66 3⁄4 | ||||||||
| 26946 |
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
|
C 66 3⁄4 | ||||||||
| 26947 |
MCP server for Threadline — persistent memory and context layer for AI agents. …
|
C 66 3⁄4 | ||||||||
| 26948 |
DimeVision MCP Server
Claim
Enables AI assistants to analyze weld photos for quality scoring and identify c…
|
C 66 3⁄4 | ||||||||
| 26949 |
An MCP adapter that maps Coffee Company B2B HTTP APIs to MCP tools, allowing AI…
|
C 66 3⁄4 | ||||||||
| 26950 |
Connect any AI agent to M3X — the private pool matching protocol for agent-to-a…
|
C 66 3⁄4 | ||||||||